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Arteta on key fitness news, doubters and hunger
Arsenal boss Mikel Arteta has been speaking to the media before Tuesday's Champions League game against Sporting CP at Estadio Jose Alvalade (kick-off 20:00 BST). On the latest team news, Arteta confirmed defender Gabriel is fit after coming off with a knock in the defeat to Southampton in the FA Cup.
China Star Entertainment (SEHK:326) Valuation After Full Year Results Confirm Widened Losses
Full year results and confirmed pressure on earnings China Star Entertainment (SEHK:326) released full year 2025 results that confirmed earlier guidance, with sales of HK$404.92 million and a net loss of HK$443.76 million, compared with HK$351.93 million a year earlier. See our latest analysis for China Star Entertainment. Despite the widening loss, investor sentiment has been strong, with a 47.58% 1 month share price return and very large 1 year total shareholder return, suggesting recent...
A Look At Six Flags Entertainment (FUN) Valuation After Richard Haddrill Becomes Executive Chairman
Boardroom shift at Six Flags Entertainment (FUN) Six Flags Entertainment (FUN) appointed Richard “Dick” Haddrill as Executive Chairman on March 25, 2026, positioning a seasoned entertainment and gaming leader to focus on profitability and long term growth initiatives. See our latest analysis for Six Flags Entertainment. The latest boardroom change comes after a 9.75% 90 day share price return and an 8.26% year to date share price return, set against a 44.17% 1 year total shareholder return...
With HCMC’s survival threatened, staff and leaders call for state action
Hospital employees and county leaders warn of statewide 'catastrophe' if lawmakers don’t act to direct more funds to the safety-net hospital.
Bureau Veritas Buys Irish Quality Control Business Lotusworks
France’s Bureau Veritas SA will acquire Irish quality control business Lotusworks Ltd. in a deal representing an enterprise value of €375 million ($433 million).
“Malcolm in the Middle” star Erik Per Sullivan rejected 'buckets of money' for revival to do this instead
Caleb Ellsworth-Clark will portray Dewey for the revival.
Clemson business students land elite finance programs, build path to Wall Street
Through Clemson’s emphasis on mentorship, hands-on learning and professional development, Ava Hester and Morgan Harvey have earned spots in prestigious programs like Girls Who Invest and the Wharton School’s Fundamentals of Corporate Finance and Valuation program.
Mz. Shyneka has the latest in entertainment headlines
Major sponsors are bailing on London's Wireless Festival after Kanye West was named as the headliner. Plus Tori Spelling was involved in a car accident.
Kanye West was booked as a festival headliner. Brands are now pulling their sponsorship
Pepsi and brewery company Diageo have withdrawn their sponsorship of the UK’s 2026 Wireless Festival after it was announced that Kanye West would headline the three-day event.
Sportsball Monday: Giants still uneven, 49ers add WRs, Valkyries prep
We bring you up to speed on your favorite local teams.
National parks that feel like another world, from frequent US traveler
I've visited all 63 major US national parks and think places like Bryce Canyon, Death Valley, White Sands, and Badlands feel like another planet.
Children’s Museum of Wilmington hosting Science at Play event
The Children’s Museum of Wilmington will host its annual “Science at Play” event as part of the North Carolina Science Festival.
Beauty’s New Challenger Conglomerate Has Always Been Here
By shedding its food and ice cream businesses, Unilever is betting big on beauty. But matching the scale, valuation and category depth of rivals like L’Oréal and The Estée Lauder Companies will require sharper focus and strategic discipline.
New retail businesses, hotel planned on land across from West Nob Hill Walmart in Yakima
A variety of retail businesses and multi-family housing are planned on West Nob Hill Boulevard across from the West Valley Walmart in Yakima.
Galaxy Watch blood pressure monitoring isn’t approved by the US FDA
Samsung has confirmed that the Galaxy Watch blood pressure monitoring feature doesn't require approval from the FDA in the US.
Monolith Soft Talks Up Ganondorf's "Alluring Charm" In New Interview
"You witness a king's revival"
How interest rate trends can impact business value
Falling interest rates are reshaping business valuation by affecting discount rates, cash flow and investor returns. Here’s what it means now.
Ohio’s First Forensic Toxicology Master’s Program Opens for Enrollment at UToledo
The online program, which now has state approval, is built on UToledo’s “deep toxicology and pharmacology foundation.”
Orban fuels anti-Ukraine mood ahead of Hungarian vote
Orbán has sought to portray his chief rival Magyar as the "puppet" of the EU and Ukraine
Recognizing the value of generational work
The Lesser Prairie Chicken habitat in southeastern Colorado is a swath of prairie that begins in Cheyenne and far-southeastern Lincoln counties and moves south and east into Kiowa, Prowers and Baca counties. This is cattle country where the short grass is nutrient dense, and a little bit of rain makes the prairie explode. A little […]
Women’s sports are on a winning streak
Since 2022, investments in women’s sports teams have grown about 227% annually, on average, according to McKinsey.
A Look At BrightSpring Health Services (BTSG) Valuation After Strong Revenue Growth And Upgraded EBITDA Guidance
BrightSpring Health Services (BTSG) is drawing attention after reporting a quarter with 16.3% year on year revenue growth and full year EBITDA guidance that exceeded analyst expectations. See our latest analysis for BrightSpring Health Services. The latest $43.10 share price comes after a 2.6% 1 day share price return and a 9.8% 90 day share price return. The 1 year total shareholder return of about 1.5x reflects how investors have reacted to the strong results and recent leadership...
India's Wipro rises after deal to acquire Olam Group’s IT business
Shares of Wipro rose as much as 3.2% on Monday after the Indian IT services firm agreed to buy the IT services business of Singapore-based Olam Group for an enterprise value of $375 million.
Fire damages businesses, apartments on Rockaway Avenue in Valley Stream
The fire in a two-story building also displacing residents in second-floor apartments, police and business owners said.
A Look At Sphere Entertainment (SPHR) Valuation After Guggenheim’s Bullish Update And Las Vegas Event Momentum
What triggered Sphere Entertainment’s latest move? Sphere Entertainment (SPHR) drew fresh attention after Guggenheim responded to strong quarterly results and the Sphere Experience’s Wizard of Oz performance, alongside a packed Las Vegas event schedule, with more optimistic revenue and operating income assumptions. See our latest analysis for Sphere Entertainment. Sphere Entertainment’s recent 6.18% 1 day share price return and 19.15% 7 day share price return, taking the stock to US$127.22,...
Health experts offer tips to navigate allergy season
As flowers bloom and trees rebound after winter, many people across the Ohio Valley are also bracing for seasonal allergies as pollen counts rise.High pollen co
Train transfer hub linked to reduced healthcare spending
Researchers from Osaka Metropolitan University and Japan System Techniques Co., Ltd. evaluated the 2019 Osaka-Higashi Line station openings using a natural experiment and health insurance claims. While the overall rail-line effect was not significant, Shigino Station, a well-connected transfer hub, showed an estimated cumulative reduction of about JPY 62,500 per medically treated person over four years, highlighting that station connectivity and local context may determinewhether new stations deliver healthcare cost benefits.
A Look At Brookfield Business Partners (TSX:BBUC) Valuation After Its Recent 3.6% One Day Move
What Brookfield Business Partners’ Numbers Tell You Right Now Brookfield Business Partners (TSX:BBUC) is getting attention after a recent move in its units, with a 1 day return of 3.6% and a last close of CA$48.00 catching many investors’ eye. The partnership runs a private equity model through business services, infrastructure services, construction, energy, and industrials. It reported CA$27,457.0 million in revenue and a net loss of $26.0 million in its latest figures. For investors...
Denton small business conference FlintConf returns with focus on values-driven entrepreneurship
Denton coworking space Stoke, in partnership with the Denton Office of Economic Development, recently announced the return of its small business and creative entrepreneur conference FlintConf.
Cavaliers score vs Pacers. Injury news, live game updates, highlights
The playoff-bound Cleveland Cavaliers have a chance to sweep the Indiana Pacers this season in their final meeting of 2025-26.
One stage, big buzz: Napa Valley StreamFest redefines festival experience
StreamFest returns to Napa Valley April 23–26, building on a successful debut with star-studded programming, a centralized venue experience and a mission to redefine how audiences gather to celebrate streaming culture.
How to ‘detox’ your body for free without juice, teas or flushes
Feel like your body needs a reset? What if we told you that you can ‘detox’ for free by leveraging your body’s natural waste removal systems. PolitiFact shares how to do some spring cleaning without paying for a “juice cleanse” or “detox diet.”
‘Time for the next chapter’: Lehigh County sports bar bids farewell after 18 years
A longstanding spot for beers, burgers, sandwiches and sports viewing has ended operations in the Lehigh Valley.
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | KCBS All News 106.9FM and 740AM
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | 1010 WINS
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | KNSS Radio
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | Talk Radio 1210 WPHT
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | 1080 WTIC NEWSTALK
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | WWL
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | Talk 1370
There’s a public health alert about a Walmart brand food aimed at kids
The USDA says more products could be added.
Denver fans celebrate sports-filled Saturday at Stoney's with pair of thrilling victories
Colorado Avalanche and Denver Nuggets fans packed Stoney's Bar and Grill on Lincoln to celebrate a pair of thrilling victories on Saturday.
College Notes: Athletes with Upper Valley ties compete in winter sports
Discover the achievements of Upper Valley residents in collegiate varsity sports this winter, from basketball to skiing.
Nuçi’s Space hosts Athens Business Rocks: Party Out of Bounds
On Saturday, April 4, Nuçi’s Space held the annual rendition of their annual Athens Business Rocks festival. The festival not only brought the Athens community together, but also showed mass
March’s top selling sports cards, plus the Shohei Ohtani card defying the odds
Two big Aaron Judge card sales led the way, but did he actually lower the value of one he shared with Ohtani?
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
Pressure is mounting for the American rapper Ye to be pulled from his headline role at a London music festival this summer.
Pressure mounts on Kanye West to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | Talk 1370
Pressure mounts on Kanye West to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | KMBZ
California Politics 360 Full Episode | $13M placed in bets on CA governor's race
Ashley Zavala sits down with Sacramento Assembly Member Maggy Krell about what more she says should be done.
Why now is the perfect time to load up on the AI stocks in the Mag 7
Mag 7 valuations relative to the S&P 500 have rarely been this cheap, said Marta Norton, the chief investment strategist at Empower Investments.
What is latest Trump approval rating amid economic woes, gas prices?
Donald Trump hits his lowest approval rating over economy fueled by inflation and concerns over gas prices. See what New Jersey polls show about Trump
Things to do in Pensacola: Navy Federal 5K; Bands on the Beach returns
Seven days out is your guide to entertainment events, concerts, festivals and activities in Escambia and Santa Rosa counties.
Rick Bragg returns to Acadiana for book festival: ‘Wouldn't it be good to be Cajun for one day?'
He tried to eat his way out of a broken heart in Acadiana once. Now Pulitzer Prize winner Rick Bragg is coming back — and this time he's bringing his stories to Books Along the Teche Literary Festival in New Iberia.
New Orleans’ Giant Puppet Festival brings eclectic performances to the Marigny this weekend
“I feel like I have seen a lot of puppet shows, and I am always surprised when I come to the festival."
Union Station will host a World Cup marketplace for Kansas City's small businesses
Businesses and brand sponsors can apply now to take part in the activation, a short walk from where the FIFA Fan Festival is planned. “The marketplace will transform Union Station into a high-energy retail and cultural destination," organizers said.
'The Music Man' Marches Into Eisenhower Auditorium
“Ya Got Trouble” in Happy Valley as Big League Productions’ national tour of Meredith Willson’s “The Music Man” comes to Penn State’s Eisenhower
Deltopia Alternative Draws Crowds to Isla Vista’s Business Corridor
Isla Vista on Saturday traded in a crowded street party near the bluffs for a lively festival in the business corridor. Thousands of residents
Insider Reveals What Trade Value Patriots Have On A.J. Brown
The New England Patriots and A.J. Brown have been linked in rumors all offseason, but no deal has happened yet.
Guardant Health (GH) Valuation Check After Strong 1 Year Return And Recent 90 Day Pullback
Guardant Health (GH) has drawn fresh attention as investors look at its recent share performance alongside its growing precision oncology business, including liquid biopsy tests and data services for cancer detection and treatment decisions. See our latest analysis for Guardant Health. At a latest share price of US$93.83, Guardant Health has seen a sharp 10.9% 7 day share price return and a 1 year total shareholder return above 100%. However, the 90 day share price return of a 7.77% decline...
Track & Field Competes in Pacesetter Sports Invitational
The Valparaiso University men's track and field team scored 21 points and finished in the top half of the field, while the women's squad accrued 19 points as the Beacons participated in Indiana State's Pacesetter Sports Invitational on Friday and Saturday in Terre Haute, Ind.
Inside Valley Politics: Texas stops building border walls, a new generation of Lucios runs for office
HARLINGEN, Texas (ValleyCentral) — Texas announced it was getting out of the border wall business. After funding was allocated for more federal border wall construction, the state will no longer bu…
Politics Unplugged (Full Episode) April 5, 2026
This week on Politics Unplugged, State Rep. Alexander Kolodin explains why he is running for the Republican nomination for Secretary of State. Then, consultants Marcus Dell’Artino and Adam Kinsey break down the latest Presidential approval polls and the candidates for governor debating whether to eat a taco on camera.
Siemens Healthineers Diagnostics Review Puts Valuation And Business Mix In Focus
Siemens Healthineers (XTRA:SHL) is reviewing options for its Diagnostics business, including a possible sale. The review follows moves by Siemens AG to reduce its majority stake in Siemens Healthineers. Any decision could reshape the company’s business mix within the global healthcare diagnostics market. Siemens Healthineers operates across imaging, diagnostics and related healthcare technologies, giving it a broad role in hospital and lab workflows. A potential change in the Diagnostics...
Microsoft takes on Google and OpenAI with its own AI models
From transcribing boardroom chatter to cloning voices in seconds, Microsoft's MAI model trio is here, and it is priced to make rivals sweat.
A Look At Penn Entertainment’s (PENN) Valuation After A Market Rally On Easing Macro Concerns
PENN Entertainment (PENN) moved following a broader market rally tied to potential de-escalation in Iran and more reassuring Federal Reserve comments on interest rates, raising questions about how much of the stock reaction is company specific. See our latest analysis for PENN Entertainment. That move sits within a mixed recent pattern, with a 7-day share price return of 7.26% but a 30-day share price return of 4.52% and a 1-year total shareholder return of 3.36%. Longer term performance,...
Orbán’s top rival eyes PM term limits to bar his potential return
Péter Magyar said his party would seek to limit the PM’s tenure to two terms.
Chelsea 7-0 Port Vale: What Rosenior and Tosin said
Chelsea are the first team to score seven or more goals in an FA Cup quarter-final game since Liverpool beat Birmingham City 7-0 in 2005-06. Chelsea have reached the FA Cup semi-finals for the 28th time, with only Man Utd (32) and Arsenal (30 before their game against Southampton this evening) reaching the final four of the competition on more occasions. Aged 18y 345d, Chelsea's Estevao is the youngest player to both score and assist in an FA Cup game for a Premier League side since Bukayo Saka for Arsenal against Bournemouth in January 2020 (18y 144d).
Booming business: Miami’s secret side hustlers
Junior primary education major Georgia Palko worked at Bagel and Deli, but was looking for some extra cash. After calling her dad with a bright idea, she moved forward with her plan to sell sweet treats on Valentine's Day. With around $50 worth of strawberries, a college house kitchen and a side hustler mindset, she sold 300 strawberries to mothers and lovers.
With 2025's GOTY Now In The Library, Xbox Game Pass Premium Is Becoming Too Good To Ignore
A serious value for Xbox players
A massive arctic thaw is unleashing carbon frozen for thousands of years
A sweeping new study reveals that as Arctic permafrost thaws, it is dramatically reshaping rivers and releasing vast amounts of ancient carbon that had been locked away for thousands of years. By analyzing decades of high-resolution data across northern Alaska, scientists found that runoff is increasing, rivers are carrying more dissolved carbon, and the thawing season is stretching further into the fall. This carbon eventually reaches the ocean, where some of it turns into carbon dioxide, intensifying global warming.
Cleveland High baseball team surging with nine-game winning streak
Joshua Pearlstein has been leading the way for the Cavaliers with his hitting and pitching.
Apple Is Dominating Smartphone Rivals To The Point Where Its Not Bothered To Change The iPhone 18 Appearance By Much, Says New Rumor
The iPhone 18 lineup is rumored to sport nearly the same appearance as the iPhone 17 series, according to one tipster
Pokémon cards are igniting an international crime spree
Pokémon cards have skyrocketed in value since the pandemic, making them an attractive target for smash-and-grab robberies. Small businesses around the world have been targeted.
A Look At Melco Resorts & Entertainment (MLCO) Valuation After Recent Analyst Downgrades And Earnings Miss
Recent shifts in analyst sentiment toward Melco Resorts & Entertainment (MLCO) have put the stock in focus, after several major banks flagged slower expected Macau EBITDA growth, liquidity questions, margin pressure, and mixed quarterly results. See our latest analysis for Melco Resorts & Entertainment. At a share price of US$5.68, Melco Resorts & Entertainment has seen a 1 day share price return of a 1.56% decline and a 90 day share price return of a 24.37% decline. The 1 year total...
From The Drama to Malcolm in the Middle: your complete entertainment guide to the week ahead
R-Patz and Zandaya star in a romcom with bite, and the lovably dysfunctional family is back in a revival of the turn-of-the-millennium comedy hit
MINNEAPOLIMEDIA ENTERTAINMENT | This Weekend in the Twin Cities Entertainment Guide: April 3 ~ April 5, 2026
Twin Cities weekend features packed events including Twins opening series, concerts, theater, and festivals, reflecting a full return to high spring activity.
Good Sports: North Valley track and field coach aims to make impact in both sports and music
A North Valley track and field coach is living in the spotlight, but not just for sports.
Why are people allowed to bet on politics? | California Politics 360
Right now, at least $13 million has been placed in bets on the California governor's race in a state that doesn't allow online sports betting. KCRA's Ashley Zavala on why people are allowed to bet on politics.
Mangat Group bets $250M on West Valley small business spaces
A developer plans to invest $250 million in small industrial units, targeting small business squeezed out by large warehouses.
Tariffs impact Brazos Valley businesses one year after implementation
“I think it’s worse now. I think people were trying to absorb it. I didn’t see my prices go up the first, hardly at all."
Caesars Entertainment (CZR) Valuation Check As Shares Rebound Despite Multi Year Return Weakness
Caesars Entertainment overview and recent performance snapshot Caesars Entertainment (CZR) has been drawing attention after recent price moves, with the share price last closing at $26.53 and total return data giving a mixed picture across different time frames. Over the past day, the stock showed a 0.08% decline, while the past week reflected a 1.34% decline. Over the past month, total return stands at 6.04%, and over the past 3 months at 12.61%. Year to date, Caesars shows a 12.61% total...
MassLive: Boston, Springfield land on top 10 list of best cities for STEM professionals
Boston and Springfield were among the "Top 10 best metro areas for STEM professionals" in 2018, according to statistics compiled by WalletHub, a personal finance website. STEM stands for science, technology, engineering and mathematics. Boston was ranked second and Springfield eighth on the list. Worcester came in at 18th. The full results can be found here. "We made another good list," Springfield Mayor Domenic Sarno said. "Glad to see our educational and workforce development are starting to pay off - this is all about a good four-letter word - jobs!" The 100 largest metropolitan areas in the country were ranked in 17 key metrics, WalletHub said. The evaluation ranged from "per-capita job openings for STEM graduates to annual median growth for STEM jobs, to projected demand for STEM workers by 2020," according to the summary. Seattle was top-rated, followed in order by Boston; Pittsburgh; Austin, Texas; Minneapolis; Madison, Wisconsin; Salt Lake City; Springfield; Chicago; and Atlanta. Original article: https://www.masslive.com/news/index.ssf/2018/11/springfield_makes_top_10_natio.html
Meta CTO's advice to college students: 'constantly be building.'
Andrew Bosworth, the CTO of Meta, gave a college student some advice for breaking into Silicon Valley. He also waded into a recent internet debate.
Tencent Music Entertainment Group (TME) Valuation After Recent Share Price Weakness
Context for Tencent Music Entertainment Group (TME) After Recent Price Moves Tencent Music Entertainment Group (TME) has seen its share price under pressure in recent weeks, with a one-month return of a 35.5% decline and a past three-month return of a 48.7% decline catching investor attention. Against that backdrop, investors are weighing how the company’s core China-focused music and audio platforms, alongside reported annual revenue of CN¥32,902 and net income of CN¥11,056, align with its...
How The PENN Entertainment (PENN) Turnaround Story Is Shifting With New Targets And ESPN Progress
PENN Entertainment's fair value estimate has shifted from US$18.44 to US$19.11 per share, putting it closer to a cluster of recent Street targets in the mid to high teens and low US$20s. This revision aligns with analyst commentary that combines optimism around the interactive segment and free cash flow with lingering doubts about management credibility and the turnaround story. Read on to see how to track these changing targets and keep up with the evolving narrative around PENN. Analyst...
'Everybody Loses': Reporter says he was shocked by sports betting's grip on leagues, media
Reporter Danny Funt says even with the increase in the availability of legal sports betting, and noted increases in people doing it, it’s even more prevalent in our society than we think it is.
Logan City School District announces leadership changes, names new business administrator
LOGAN — The Logan City School District has announced a series of leadership changes, including the retirement of its longtime business administrator and the appointment of new administrative leaders ahead
Cavaliers Deep Dive, Lakers Lose Luka + Sky Trade Thoughts
Former Big 12 foes Baylor, Oklahoma clash in Crown semifinals
Former Big 12 rivals Oklahoma and Baylor will square off in the College Basketball Crown semifinals on Saturday in Las Vegas.
Gemma 4 and what makes an open model succeed
Having written a lot of model release blog posts, there’s something much harder about reviewing open models when they drop relative to closed models, especially in 2026. In recent years, there were so few open models, so when Llama 3 was released most people were still doing research on Llama 2 and super happy to get an update. When Qwen 3 was released, the Llama 4 fiasco had just gone down, and a whole research community was emerging to study RL on Qwen 2.5 — it was a no brainer to upgrade. Today, when an open model releases, it’s competing with Qwen 3.5, Kimi K2.5, GLM 5, MiniMax M2.5, GPT-OSS, Arcee Large, Nemotron 3, Olmo 3, and others. The space is populated, but still feels full of hidden opportunity. The potential of open models feels like a dark matter, a potential we know is huge, but few clear recipes and examples for how to unlock it are out there. Agentic AI, OpenClaw, and everything brewing in that space is going to spur mass experimentation in open models to complement the likes of Claude and Codex, not replace them. Especially with open models, the benchmarks at release are an extremely incomplete story. In some ways this is exciting, as new open models have a much higher variance and ability to surprise, but it also points at some structural reasons that make building businesses and great AI experiences around open models harder than the closed alternatives. When a new Claude Opus or GPT drops, spending a few hours with them in my agentic workflows is genuinely a good vibe test. For open models, putting them through this test is a category error. Something else to be said about open models in the era of agents is that they get out of the debate of integration, harnesses, and tools and let us see close to the ground on what exactly is the ability of just a model. Of course, we can’t test some things like search abilities without some tool, but being able to measure exactly the pace of progress of the model alone is a welcome simplification to a systematically opaque AI space. Share The list of factors I’d use to assess a new open-weight model I’m considering investing in includes: Model performance (and size) — how this model performs on benchmarks I care about and how it compares to other models of a similar size. Country of origin — some businesses care deeply about provenance, and if a model was built in China or not. Model license — if a model needs legal approval for use, uptake will be slower at mid-sized and large companies. Tooling at release — many models release with half-broken, or at least substantially slower, implementations in popular software like vLLM, Transformers, SGLANG, etc due to pushing the envelope of architectures or tools. Model fine-tunability — how easy or hard it is to modify the given model to your use-case when you actually try and use it. The core problem is that some of these are immediately available at release, e.g. general performance, license, origin, etc. but others such as tooling take day(s) to week(s) to stabilize, and others are open research questions — with no group systematically monitoring fine-tunability. In the early era of open models, the days of Llama 2 or 3 and Qwen pre v3.5, the architectures were fairly simple and the models tended to work out of the box. Some of this was due to the extremely hard work of the Llama, Qwen, Mistral, etc. developer teams. Some is due to the new models being genuinely harder to work with. When it comes to something like Qwen 3.5 or Nemotron 3, with hybrid models (either gated delta net or mamba layers), the tooling is very rough at release. Things you would expect to “just work” often don’t. I’ve been following this area closely since we released Olmo Hybrid with a similar architecture, and Qwen 3.5 is just starting to work well in the various open-source tools that need to all play nice together for RL research. That’s 1.5 months after the release date! This is just to start really investing more into understanding the behavior of the models. Of course, others started working on these models sooner by investing more engineering resources or relying on partially closed software. The fully open and distributed ecosystem takes a long time to get going on some new models. All of this is lead-in for the most important question for open models — how easy is it to adapt to specific use-cases? This is a different problem for different model sizes. Large MoE open-weight models may be used by entities like Cursor who need complex capabilities in their domain, e.g. Composer 2 trained on Kimi K2.5. Other applications can be built on much smaller models, such as Chroma’s Context-1 model for agentic search, built on GPT-OSS 20B. The question of “which models are fine-tunable” is largely background knowledge known by engineers across the industry. There should be a thriving research area here to support the open ecosystem model. The first step is to understand characteristics of different base and post-trained models to understand what they look like. The second step is to tune pretraining recipes for open models so they’re more flexible. Interconnects AI is a reader-supported publication. Consider becoming a subscriber. Subscribe For The ATOM Project and other Interconnects endeavors, we’ve put in substantial effort to measuring adoption trends in the open ecosystem. Everything takes a long time to unfold after a model is first publicly available — and adaptability is why. What we know for sure now, when Qwen has been going from strength to strength with its releases, is that technical staff across the industry has gotten comfortable working with Qwen models. Countless research methods and datasets were made to work with Qwen. It’ll take patience for any other model family to get to this point — a patience I’m not sure many open model builders have. This takes us to Gemma 4, Google’s latest open models. Gemma 3 was released more than a year ago, in March of 2025, and is a bit underrated. Gemma 4 comes in 4 sizes for now, with a bigger, MoE model of over 100B total parameters rumored but not released yet. The models we have today come in sizes of ~5B dense, 8B dense, 26B total 4B active MoE, and 31B dense. I’m most excited that they’re finally adopting a standard Apache 2.0 open source license. This’ll massively boost adoption. The standard of better licenses for strong open-weight LLMs was set by mostly Chinese open model labs in the last 1-2 years, and now U.S. companies are following suit. I will personally be so happy if the horrible Llama licenses and Gemma terms of service were an ~18-month transient dynamic of the industry being nervous about releasing strong open models. The Gemma 4 scores look very solid, the small models have incredible benchmark scores (especially in general domains like LMArena) and the 31B model rivals the recent Qwen 3.5 27B, which is the leading member of that class. The ~30B size range is an important one, as it’s accessible both to researchers and to enterprises looking to deploy the model in real use-cases. Where the 7B model scale is the default for tinkering and research, a 30B model is the default for seeing if an open model can unlock substantial value in your specific workflow — a good mix of intelligence, low price, tractability for downstream training, etc. This takes us back to the above adoption criteria I mentioned for open models and the bigger question — do I think Gemma 4 will be an overwhelming success? Previous Gemma models have been plagued by tooling issues and poorer performance when being finetuned. Gemma 4’s success is going to be entirely determined by ease of use, to a point where a 5-10% swing on benchmarks wouldn’t matter at all. It’s strong enough, small enough, with the right license, and from the U.S., so many companies are going to slot it in. I’m cautiously optimistic that Gemma 4 is going to work better here. Winds are shifting for open models built in America. We saw GPT-OSS go through a bumpy launch to become an overwhelming success. There’s a collective energy around the likes of Reflection, Arcee, Nemotron, Gemma, Olmo, and peers that show substantial demand for building new stacks around open models. There’s capital to be spent on AI stacks across the economy by those who want more ownership of everything, including the model. After launching The ATOM Project 240 days ago, the conversation is shifting into the next stage. Summer of 2025 was a crisis moment where the U.S. AI scene realized it can’t wait and figure out open models after building AGI. The two markets will capture different areas and proceed in parallel. Now that more companies in the U.S. are releasing strong models, we need to improve the ecosystem so that these models are easy to use, understand, and build value around. It’s the hard work to build another inflection point in these adoption plots I’ve been updating consistently, but that’s the work to be done. Join me in it. More data coming soon! Here’s a sneak peek:
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